Also there is no explanation in the flat Earth model as to what is keeping the sun from falling to Earth. Whereas the Round Earth model accounts for it.
Occam's razor (also written as Ockham's razor and in Latin lex parsimoniae, which means 'law of parsimony') is a problem-solving principle devised by William of Ockham (c. 1287–1347), who was an English Franciscan friar and scholastic philosopher and theologian. The principle states that among competing hypotheses that predict equally well, the one with the fewest assumptions should be selected. Other, more complicated solutions may ultimately prove to provide better predictions, but—in the absence of differences in predictive ability—the fewer assumptions that are made, the better.
The key here is any models ability to predict. Any model which fails to predict is immediately invalidated by it's inability to predict. The round Earth model can predict with a very high accuracy. The flat Earth model can not.